Novosibirsk State University Journal of Information Technologies
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All Issues >> Contents: Volume 08, Issue No 2 (2010)

Problem of reliability of multipleparameter regression-portrait models of complex systems
Sergei Sergeyevich Zamai, Viktor Aleksandrovich Okhonin, Anton Leonidovich Shchemel

Institute of Computational Modelling SB RAS

UDC code: 51.7, 519.12

Abstract
The opportunity of synthesis of imitating and regression approaches, based on use as adaptive values of deviations of parameters of model from aprioristic, within the limits of confidential intervals of these aprioristic values, is considered. In the frames the given approach, problem of bad conditionality of multi parametric models receives the natural decision

Key Words
complex systems, multiparametric models, regression models, imitating models

How to cite:
Zamai S. S., Okhonin V. A., Shchemel A. L. Problem of reliability of multipleparameter regression-portrait models of complex systems // Vestnik NSU Series: Information Technologies. - 2010. - Volume 08, Issue No 2. - P. 29-33. - ISSN 1818-7900. (in Russian).

Full Text in Russian

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References
1. Khemdi A. T. Imitatcionnoye modelirovaniye. Vvedeniye v issledovaniye operatcy = Operations Research: An Introduction. 7-e izd. M.: Vilyams, 2007.
2. Tetko I. V., Livingstone D. J., Luik A. I. Neural network studies. 1. Comparison of overfitting and overtraining // Journal of Chemical Information and Computer Sciences. 1995. Vol. 35. No. 5. P. 826–833.
3. Bartcev S. I., Okhonin V. A. Adaptivnyye seti obrabotki informatcii. Krasnoyarsk, 1986. Preprint IF SO AN SSSR № 59B.
4. Bartcev S. I., Gilev S. E., Okhonin V. A. Printcip dvoistvennosti v organizatcii adaptivnykh sistem obrabotki informatcii // Dinamika khimicheskikh i biologicheskikh sistem. Novosibirsk: Nauka, 1989. S. 6–55.
5. Tikhonov A. N., Arsenin V. Ya. Metody resheniya nekorrektnykh zadach. 2-e izd., M.: Nauka, 1979.

Publication information
Main title Vestnik NSU Series: Information Technologies, Volume 08, Issue No 2 (2010).
Parallel title: Novosibirsk State University Journal of Information Technologies Volume 08, Issue No 2 (2010).

Key title: Vestnik Novosibirskogo gosudarstvennogo universiteta. Seriâ: Informacionnye tehnologii
Abbreviated key title: Vestn. Novosib. Gos. Univ., Ser.: Inf. Tehnol.
Variant title: Vestnik NGU. Seriâ: Informacionnye tehnologii

Year of Publication: 2010
ISSN: 1818-7900 (Print), ISSN 2410-0420 (Online)
Publisher: Novosibirsk State University Press
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